Fold 2 - Understanding why coefficient -2928889 was selected
Tag: CHILDREN
Selected Coefficient: -2928889
Taxonomy Path: -68.0.13.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -2928889 | 3.000000 | -68.0.13.8 | -8.13.0.68 (-(8*71^3 + 13*71^2 + 68)) | Yes | |
| 0 | 3.000198 | 0 | 0 (0) | No | |
| 80938296 | 3.000198 | 0.0.10.13.3 | 3.13.10.0.0 (3*71^4 + 13*71^3 + 10*71^2) | No | |
| 1437764 | 4.000000 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
These are the training products that have the "CHILDREN" tag (processing sequence 567). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 80938296 | BABIES | 83867185 | CLEANSE, HAIR CARE | ||
| 1520 | CHECK MATE BLANKET | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | APPAREL, BABY | 4366653 | TABLEWARE | |
| 3098 | Global Soap Detox Skin Bar | 0 | BABIES | 2928889 | CLEANSE | ||
| 1513 | CHECKERED BABY HOODIE | -2928889 | APPAREL | 0 | none | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -2928889 | APPAREL | 0 | none |